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Jizong Peng
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 19
Top Topics
Mutual Information
Unlabelled Data
Weakly Supervised
Mumford Shah
Top Venues
CoRR
Medical Image Anal.
IEEE Trans. Medical Imaging
Pattern Recognit.
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Publications
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Jizong Peng
,
Ping Wang
,
Marco Pedersoli
,
Christian Desrosiers
Boundary-aware information maximization for self-supervised medical image segmentation.
Medical Image Anal.
94 (2024)
Ping Wang
,
Jizong Peng
,
Marco Pedersoli
,
Yuanfeng Zhou
,
Caiming Zhang
,
Christian Desrosiers
Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation.
IEEE Trans. Medical Imaging
42 (8) (2023)
Ping Wang
,
Jizong Peng
,
Marco Pedersoli
,
Yuanfeng Zhou
,
Caiming Zhang
,
Christian Desrosiers
CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation.
IEEE Trans. Medical Imaging
42 (8) (2023)
Jizong Peng
,
Ping Wang
,
Marco Pedersoli
,
Christian Desrosiers
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation.
CoRR
(2022)
Jizong Peng
,
Marco Pedersoli
,
Christian Desrosiers
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization.
CoRR
(2021)
Jizong Peng
,
Ping Wang
,
Christian Desrosiers
,
Marco Pedersoli
Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels.
CoRR
(2021)
Ping Wang
,
Jizong Peng
,
Marco Pedersoli
,
Yuanfeng Zhou
,
Caiming Zhang
,
Christian Desrosiers
Self-paced and self-consistent co-training for semi-supervised image segmentation.
Medical Image Anal.
73 (2021)
Ping Wang
,
Jizong Peng
,
Marco Pedersoli
,
Yuanfeng Zhou
,
Caiming Zhang
,
Christian Desrosiers
Context-aware virtual adversarial training for anatomically-plausible segmentation.
CoRR
(2021)
Ping Wang
,
Jizong Peng
,
Marco Pedersoli
,
Yuanfeng Zhou
,
Caiming Zhang
,
Christian Desrosiers
Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation.
MICCAI (1)
(2021)
Jizong Peng
,
Christian Desrosiers
,
Marco Pedersoli
Diversified Multi-prototype Representation for Semi-supervised Segmentation.
CoRR
(2021)
Jizong Peng
,
Ping Wang
,
Christian Desrosiers
,
Marco Pedersoli
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels.
NeurIPS
(2021)
Jizong Peng
,
Marco Pedersoli
,
Christian Desrosiers
Mutual information deep regularization for semi-supervised segmentation.
MIDL
(2020)
Jizong Peng
,
Guillermo Estrada
,
Marco Pedersoli
,
Christian Desrosiers
Deep co-training for semi-supervised image segmentation.
Pattern Recognit.
107 (2020)
Jizong Peng
,
Hoel Kervadec
,
Jose Dolz
,
Ismail Ben Ayed
,
Marco Pedersoli
,
Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation.
Neural Networks
130 (2020)
Ping Wang
,
Jizong Peng
,
Marco Pedersoli
,
Yuanfeng Zhou
,
Caiming Zhang
,
Christian Desrosiers
Self-paced and self-consistent co-training for semi-supervised image segmentation.
CoRR
(2020)
Xuan Li
,
Yuchen Lu
,
Peng Xu
,
Jizong Peng
,
Christian Desrosiers
,
Xue Liu
Boosting Image Recognition with Non-differentiable Constraints.
CoRR
(2019)
Jizong Peng
,
Christian Desrosiers
,
Marco Pedersoli
Information based Deep Clustering: An experimental study.
CoRR
(2019)
Jizong Peng
,
Hoel Kervadec
,
Jose Dolz
,
Ismail Ben Ayed
,
Marco Pedersoli
,
Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation.
CoRR
(2019)
Jizong Peng
,
Guillermo Estrada
,
Marco Pedersoli
,
Christian Desrosiers
Deep Co-Training for Semi-Supervised Image Segmentation.
CoRR
(2019)